Tractable Probabilistic Graph Representation Learning with Graph-Induced
Sum-Product Networks

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Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product Networks

17 May 2023

Federico Errica

Mathias Niepert

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Papers citing "Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product Networks"

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Title
Early-Exit Graph Neural Networks Andrea Giuseppe Di Francesco Maria Sofia Bucarelli F. M. Nardini R. Perego Nicola Tonellotto Fabrizio Silvestri 140 0 0 23 May 2025
Probabilistic Graph Circuits: Deep Generative Models for Tractable Probabilistic Inference over Graphs Milan Papez Martin Rektoris Václav Smídl Tomás Pevný TPM 155 0 0 15 Mar 2025
GraphSPNs: Sum-Product Networks Benefit From Canonical Orderings Milan Papež Martin Rektoris Václav Šmídl Tomáš Pevný TPM 125 0 0 18 Aug 2024
Cooperative Graph Neural Networks Ben Finkelshtein Xingyue Huang Michael M. Bronstein .Ismail .Ilkan Ceylan GNN 114 26 0 02 Oct 2023